He stared at the irises, their purple hues mirroring the bruises beneath his eyes. Liam hadn't shaved in days. He hadn't eaten properly either. The kitchen was a mess, mirroring the chaos inside him. The flowers, delivered without a card, sat on the table.

He moved toward them, slowly, as if wading through something thick and viscous. They were beautiful, yes, but their beauty felt like a taunt. Like a reminder of the world he could no longer reach.

He reached out, his fingers brushing the cool petals. A sudden wave of nausea washed over him. He stumbled back, the scent of the flowers becoming a suffocating presence. He backed away from the flowers and slumped against the wall, defeated.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307